Model Comparison

Longcat 2.5 vs Muse Wonder Full

Longcat 2.5 ranks #100 on the AI IQ leaderboard with an estimated IQ of 105, while Muse Wonder Full ranks #14 on the AI IQ leaderboard with an estimated IQ of 133. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Where They Sit on the IQ Bell Curve
Both models highlighted on the standard normal IQ distribution of every tracked model
IQ Dimensions Head to Head
The seven scored Composite IQ dimensions, side by side
Domains Head to Head
Applied domain composite scores where at least one model is measured
Longcat 2.5China (Other)Muse Wonder FullMeta
Rank#100#14
IQ105133
Abstract Reasoning85108
Mathematical Reasoning94139
Academic Reasoning118137
Programmatic Reasoning99141
Computer Use127143
Reliability107128
Knowledge Work108136
Emotional Reasoning——
Effective Cost / 1M Tokens——
Sticker Price / 1M I/O Tokens——
Speed——
Context Window——
Released2026-11-022026-10-12
Open WeightsNoNo